@@ -255,14 +255,20 @@ ntk_compress({ text: "Long text...", level: "aggressive" })
255255
256256NTK is a token-saver for OpenClaw users. After MCP integration, your daily task token consumption drops 30-50%:
257257
258- | Scenario | Without NTK | With NTK | Savings |
259- | ----------| ------------| ----------| ---------|
260- | "Write a sort function" | 273 tok | ** 139 tok** | ** 49%** |
261- | "Compare React vs Vue" | 798 tok | ** 734 tok** | ** 8%** |
262- | "Design TODO REST API" | 1575 tok | ** 1519 tok** | ** 4%** |
263- | "Analyze server log errors" | 1482 tok | ** 632 tok** | ** 57%** |
264-
265- > Data from actual benchmarks (gpt-5.4-mini). NTK uses 100% cheap model, weighted cost savings 90%+.
258+ | Scenario | Direct LLM | ** NTK** | Savings | Depth |
259+ | ----------| -----------| ---------| ---------| -------|
260+ | Write debounce function | ~ 200 tok | ** 96 tok** | ** 52%** | direct |
261+ | Translate tech docs | ~ 150 tok | ** 92 tok** | ** 39%** | direct |
262+ | CSV to JSON | ~ 200 tok | ** 153 tok** | ** 24%** | direct |
263+ | Fix async bug | ~ 350 tok | ** 287 tok** | ** 18%** | direct |
264+ | Explain regex | ~ 400 tok | ** 427 tok** | -7% | direct |
265+ | Refactor to functional | ~ 250 tok | ** 179 tok** | ** 28%** | direct |
266+ | Compare React vs Vue | 798 tok | ** 734 tok** | ** 8%** | direct |
267+ | Debug code analysis | 390 tok | ** 386 tok** | ** 1%** | direct |
268+ | REST API design | 1575 tok | ** 1519 tok** | ** 4%** | light |
269+
270+ > Data from actual benchmarks (gpt-5.4-mini, 2026.3.31). NTK uses 100% cheap model, weighted cost savings 90%+.
271+ > 9/9 tasks routed to direct/light depth — no strong model needed.
266272
267273** One-line setup:**
268274``` json
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